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Machine Learning

How Machine Learning Works and Why It’s Changing Everything in 2025

How Machine Learning Works and Why It’s Changing Everything in 2025

Supervised learning trains on labeled data to predict outputs, enabling tasks like spam detection, house-price prediction, and cat image recognition with labeled photos. Unsupervised learning finds structure without labels, enabling clustering of news articles by topic and customer segmentation into
32B AI Model Trained by a Swarm of Volunteer GPUs – Inside INTELLECT-2’s Decentralized Revolution

32B AI Model Trained by a Swarm of Volunteer GPUs – Inside INTELLECT-2’s Decentralized Revolution

In May 2025, Prime Intellect unveiled INTELLECT-2, a 32B-parameter LLM trained on a globally distributed swarm of volunteer GPUs. INTELLECT-2 is the first model of its scale trained via fully asynchronous reinforcement learning across hundreds of heterogeneous, permissionless machines on
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